作者位次 #8/8ACL 2026Poster· Natural Language Processing
From Detection to Understanding: Multi-Turn Reasoning for Video Misinformation Analysis
Zhi Zeng · Jiaying Wu · Minnan Luo · Di Zhang · Yifei Yang · Xiangzheng Kong · Herun Wan · Zihan Ma
摘要
Video misinformation detection is often approached as a binary veracity classification problem, overlooking the complex reasoning required to explain how and why content misleads. Existing benchmarks fail to capture the diversity of manipulation strategies, such as AI-generated edits and out-of-c...